Search Results for: machine learning

May 15, 2025

Prediction models based on machine learning algorithms for COVID-19 severity risk.

Publication date: May 13, 2025 The World Health Organization has highlighted the risk of Disease X, urging pandemic preparedness. Coronavirus disease 2019 (COVID-19) could be the first Disease X; therefore, ... Read more

May 14, 2025May 14, 2025

Effect of Cumulative Exposure on the Efficacy of Paroxetine: A Population Pharmacokinetic-Pharmacodynamic and Machine Learning Analyses.

Major Depressive Disorder Literature

Publication date: May 13, 2025 Selective serotonin reuptake inhibitors (SSRIs) are widely used in depression treatment. However, the relationship between treatment efficacy and plasma concentrations remains unclear. We assessed whether ... Read more

May 13, 2025

Impact of canny edge detection preprocessing on performance of machine learning models for Parkinson’s disease classification.

Parkinson's Disease Literature

Publication date: May 12, 2025 This study investigates the classification of individuals as healthy or at risk of Parkinson’s disease using machine learning (ML) models, focusing on the impact of ... Read more

May 13, 2025

Machine learning approaches for classifying major depressive disorder using biological and neuropsychological markers: A meta-analysis.

Major Depressive Disorder Literature

Publication date: May 10, 2025 Traditional diagnostic methods for major depressive disorder (MDD), which rely on subjective assessments, may compromise diagnostic accuracy. In contrast, machine learning models have the potential ... Read more

May 13, 2025

Exploring pesticide risk in autism via integrative machine learning and network toxicology.

Autism Literature

Publication date: Jun 01, 2025 Autism Spectrum Disorder (ASD) is a prevalent neurodevelopmental condition influenced by both genetic and environmental factors, including pesticide exposure. This study aims to investigate the ... Read more

May 13, 2025May 13, 2025

Prediction models based on machine learning algorithms for COVID-19 severity risk

Coronavirus News

Publication date: May 13, 2025 The SVM-based REPM contained OI, confusion, age, and RR as variables, whereas the SVM-based ACPM contained OI, confusion, and number of comorbidities as variables. 5 ... Read more

May 12, 2025

Resting-state functional MRI metrics to detect freezing of gait in Parkinson’s disease: a machine learning approach.

Parkinson's Disease Literature

Publication date: May 09, 2025 Among the symptoms that can occur in Parkinson’s disease (PD), Freezing of Gait (FOG) is a disabling phenomenon affecting a large proportion of patients, and ... Read more

May 12, 2025

Early differential diagnosis models of Talaromycosis and Tuberculosis in HIV-negative hosts using clinical data and machine learning.

Tuberculosis Literature

Publication date: Jun 01, 2025 Talaromyces marneffei is an emerging pathogen, and the number of infections in HIV-negative individuals is increasing. In HIV-negative individuals, talaromycosis is usually misdiagnosed as another ... Read more

May 11, 2025

Using machine learning models to predict the impact of template mismatches on polymerase chain reaction assay performance.

Coronavirus Literature

Publication date: May 09, 2025 Molecular assays are critical tools for the diagnosis of infectious diseases. These assays have been extremely valuable during the COVID pandemic, used to guide both ... Read more

May 10, 2025

Predicting peripartum depression using elastic net regression and machine learning: the role of remnant cholesterol.

Major Depressive Disorder Literature

Publication date: May 08, 2025 Traditional statistical methods have dominated research on peripartum depression (PPD), but innovative approaches may provide deeper insights. This study aims to predict the impact factors ... Read more